Description générale

Expérience réalisée sur 97 joueurs, pour un playtime moyen de 16.1 minutes (\(\sigma\)=0.4) dans chaque mode de jeu.

Réponses aux questionnaires

Q1: Profil des joueur

Q2: Déroulement première et deuxième partie

## [1] 65.36792
## [1] 76.80189

##        V1           V2              V3              V4           V5      
##  Min.   :28   Min.   : 3.00   Min.   : 59.0   Min.   :38   Min.   :38.0  
##  1st Qu.:32   1st Qu.: 5.75   1st Qu.:120.5   1st Qu.:44   1st Qu.:45.5  
##  Median :36   Median : 8.50   Median :182.0   Median :50   Median :53.0  
##  Mean   :36   Mean   : 8.50   Mean   :182.0   Mean   :50   Mean   :53.0  
##  3rd Qu.:40   3rd Qu.:11.25   3rd Qu.:243.5   3rd Qu.:56   3rd Qu.:60.5  
##  Max.   :44   Max.   :14.00   Max.   :305.0   Max.   :62   Max.   :68.0  
##                                                                          
##        V6              V7             V8              V9      
##  Min.   :42.00   Min.   :25.0   Min.   :19.00   Min.   :31.0  
##  1st Qu.:51.25   1st Qu.:26.5   1st Qu.:26.25   1st Qu.:32.5  
##  Median :60.50   Median :28.0   Median :33.50   Median :34.0  
##  Mean   :60.50   Mean   :28.0   Mean   :33.50   Mean   :34.0  
##  3rd Qu.:69.75   3rd Qu.:29.5   3rd Qu.:40.75   3rd Qu.:35.5  
##  Max.   :79.00   Max.   :31.0   Max.   :48.00   Max.   :37.0  
##                                                               
##       V10             V11            V12              V13    
##  Min.   :134.0   Min.   :19.0   Min.   : 83.00   Min.   :19  
##  1st Qu.:224.2   1st Qu.:19.5   1st Qu.: 98.25   1st Qu.:33  
##  Median :314.5   Median :20.0   Median :113.50   Median :47  
##  Mean   :314.5   Mean   :20.0   Mean   :113.50   Mean   :47  
##  3rd Qu.:404.8   3rd Qu.:20.5   3rd Qu.:128.75   3rd Qu.:61  
##  Max.   :495.0   Max.   :21.0   Max.   :144.00   Max.   :75  
##                                                              
##       V14             V15          V16            V17        
##  Min.   :49.00   Min.   :23   Min.   :28.0   Min.   : 57.00  
##  1st Qu.:49.25   1st Qu.:34   1st Qu.:39.5   1st Qu.: 79.75  
##  Median :49.50   Median :45   Median :51.0   Median :102.50  
##  Mean   :49.50   Mean   :45   Mean   :51.0   Mean   :102.50  
##  3rd Qu.:49.75   3rd Qu.:56   3rd Qu.:62.5   3rd Qu.:125.25  
##  Max.   :50.00   Max.   :67   Max.   :74.0   Max.   :148.00  
##                                                              
##       V18             V19             V20              V21      
##  Min.   :37.00   Min.   :13.00   Min.   :  4.00   Min.   :16.0  
##  1st Qu.:49.75   1st Qu.:15.75   1st Qu.: 31.75   1st Qu.:34.5  
##  Median :62.50   Median :18.50   Median : 59.50   Median :53.0  
##  Mean   :62.50   Mean   :18.50   Mean   : 59.50   Mean   :53.0  
##  3rd Qu.:75.25   3rd Qu.:21.25   3rd Qu.: 87.25   3rd Qu.:71.5  
##  Max.   :88.00   Max.   :24.00   Max.   :115.00   Max.   :90.0  
##                                                                 
##       V22              V23           V24              V25        
##  Min.   : 35.00   Min.   : 74   Min.   : 74.00   Min.   : 33.00  
##  1st Qu.: 52.25   1st Qu.: 86   1st Qu.: 96.25   1st Qu.: 92.25  
##  Median : 69.50   Median : 98   Median :118.50   Median :151.50  
##  Mean   : 69.50   Mean   : 98   Mean   :118.50   Mean   :151.50  
##  3rd Qu.: 86.75   3rd Qu.:110   3rd Qu.:140.75   3rd Qu.:210.75  
##  Max.   :104.00   Max.   :122   Max.   :163.00   Max.   :270.00  
##                                                                  
##       V26             V27          V28             V29       
##  Min.   :30.00   Min.   :29   Min.   :13.00   Min.   : 4.00  
##  1st Qu.:41.75   1st Qu.:30   1st Qu.:28.25   1st Qu.: 9.75  
##  Median :53.50   Median :31   Median :43.50   Median :15.50  
##  Mean   :53.50   Mean   :31   Mean   :43.50   Mean   :15.50  
##  3rd Qu.:65.25   3rd Qu.:32   3rd Qu.:58.75   3rd Qu.:21.25  
##  Max.   :77.00   Max.   :33   Max.   :74.00   Max.   :27.00  
##                                                              
##       V30             V31          V32           V33             V34    
##  Min.   :31.00   Min.   :14   Min.   : 95   Min.   :60.00   Min.   : 4  
##  1st Qu.:31.75   1st Qu.:18   1st Qu.:145   1st Qu.:64.25   1st Qu.:23  
##  Median :32.50   Median :22   Median :195   Median :68.50   Median :42  
##  Mean   :32.50   Mean   :22   Mean   :195   Mean   :68.50   Mean   :42  
##  3rd Qu.:33.25   3rd Qu.:26   3rd Qu.:245   3rd Qu.:72.75   3rd Qu.:61  
##  Max.   :34.00   Max.   :30   Max.   :295   Max.   :77.00   Max.   :80  
##                                                                         
##       V35            V36             V37           V38       
##  Min.   :36.0   Min.   :28.00   Min.   : 44   Min.   :28.00  
##  1st Qu.:36.5   1st Qu.:41.25   1st Qu.: 64   1st Qu.:35.75  
##  Median :37.0   Median :54.50   Median : 84   Median :43.50  
##  Mean   :37.0   Mean   :54.50   Mean   : 84   Mean   :43.50  
##  3rd Qu.:37.5   3rd Qu.:67.75   3rd Qu.:104   3rd Qu.:51.25  
##  Max.   :38.0   Max.   :81.00   Max.   :124   Max.   :59.00  
##                                                              
##       V39            V40              V41             V42    
##  Min.   :32.0   Min.   : 77.00   Min.   : 15.0   Min.   :77  
##  1st Qu.:36.5   1st Qu.: 89.75   1st Qu.: 54.5   1st Qu.:78  
##  Median :41.0   Median :102.50   Median : 94.0   Median :79  
##  Mean   :41.0   Mean   :102.50   Mean   : 94.0   Mean   :79  
##  3rd Qu.:45.5   3rd Qu.:115.25   3rd Qu.:133.5   3rd Qu.:80  
##  Max.   :50.0   Max.   :128.00   Max.   :173.0   Max.   :81  
##                                                              
##       V43             V44             V45            V46        
##  Min.   : 61.0   Min.   : 29.0   Min.   :26.0   Min.   : 55.00  
##  1st Qu.: 81.5   1st Qu.: 60.5   1st Qu.:29.5   1st Qu.: 66.75  
##  Median :102.0   Median : 92.0   Median :33.0   Median : 78.50  
##  Mean   :102.0   Mean   : 92.0   Mean   :33.0   Mean   : 78.50  
##  3rd Qu.:122.5   3rd Qu.:123.5   3rd Qu.:36.5   3rd Qu.: 90.25  
##  Max.   :143.0   Max.   :155.0   Max.   :40.0   Max.   :102.00  
##                                                                 
##       V47            V48           V49           V50   
##  Min.   :52.0   Min.   :104   Min.   :299   Min.   :4  
##  1st Qu.:54.5   1st Qu.:104   1st Qu.:299   1st Qu.:4  
##  Median :57.0   Median :104   Median :299   Median :4  
##  Mean   :57.0   Mean   :104   Mean   :299   Mean   :4  
##  3rd Qu.:59.5   3rd Qu.:104   3rd Qu.:299   3rd Qu.:4  
##  Max.   :62.0   Max.   :104   Max.   :299   Max.   :4  
##                 NA's   :1     NA's   :1     NA's   :1

##        V1              V2              V3            V4    
##  Min.   :37.00   Min.   :15.00   Min.   : 42   Min.   :18  
##  1st Qu.:41.25   1st Qu.:29.25   1st Qu.:148   1st Qu.:29  
##  Median :45.50   Median :43.50   Median :254   Median :40  
##  Mean   :45.50   Mean   :43.50   Mean   :254   Mean   :40  
##  3rd Qu.:49.75   3rd Qu.:57.75   3rd Qu.:360   3rd Qu.:51  
##  Max.   :54.00   Max.   :72.00   Max.   :466   Max.   :62  
##                                                            
##        V5              V6             V7              V8    
##  Min.   :45.00   Min.   :59.0   Min.   :34.00   Min.   :18  
##  1st Qu.:52.25   1st Qu.:64.5   1st Qu.:37.25   1st Qu.:20  
##  Median :59.50   Median :70.0   Median :40.50   Median :22  
##  Mean   :59.50   Mean   :70.0   Mean   :40.50   Mean   :22  
##  3rd Qu.:66.75   3rd Qu.:75.5   3rd Qu.:43.75   3rd Qu.:24  
##  Max.   :74.00   Max.   :81.0   Max.   :47.00   Max.   :26  
##                                                             
##        V9             V10           V11             V12       
##  Min.   :37.00   Min.   :111   Min.   : 9.00   Min.   : 73.0  
##  1st Qu.:39.75   1st Qu.:142   1st Qu.:13.25   1st Qu.:142.2  
##  Median :42.50   Median :173   Median :17.50   Median :211.5  
##  Mean   :42.50   Mean   :173   Mean   :17.50   Mean   :211.5  
##  3rd Qu.:45.25   3rd Qu.:204   3rd Qu.:21.75   3rd Qu.:280.8  
##  Max.   :48.00   Max.   :235   Max.   :26.00   Max.   :350.0  
##                                                               
##       V13             V14             V15             V16        
##  Min.   :25.00   Min.   :41.00   Min.   :67.00   Min.   : 33.00  
##  1st Qu.:43.25   1st Qu.:54.25   1st Qu.:67.75   1st Qu.: 51.75  
##  Median :61.50   Median :67.50   Median :68.50   Median : 70.50  
##  Mean   :61.50   Mean   :67.50   Mean   :68.50   Mean   : 70.50  
##  3rd Qu.:79.75   3rd Qu.:80.75   3rd Qu.:69.25   3rd Qu.: 89.25  
##  Max.   :98.00   Max.   :94.00   Max.   :70.00   Max.   :108.00  
##                                                                  
##       V17            V18             V19             V20       
##  Min.   :63.0   Min.   :57.00   Min.   :13.00   Min.   : 43.0  
##  1st Qu.:68.5   1st Qu.:62.75   1st Qu.:29.25   1st Qu.: 69.5  
##  Median :74.0   Median :68.50   Median :45.50   Median : 96.0  
##  Mean   :74.0   Mean   :68.50   Mean   :45.50   Mean   : 96.0  
##  3rd Qu.:79.5   3rd Qu.:74.25   3rd Qu.:61.75   3rd Qu.:122.5  
##  Max.   :85.0   Max.   :80.00   Max.   :78.00   Max.   :149.0  
##                                                                
##       V21             V22              V23           V24     
##  Min.   :48.00   Min.   : 44.00   Min.   : 61   Min.   : 82  
##  1st Qu.:58.25   1st Qu.: 62.75   1st Qu.: 76   1st Qu.:118  
##  Median :68.50   Median : 81.50   Median : 91   Median :154  
##  Mean   :68.50   Mean   : 81.50   Mean   : 91   Mean   :154  
##  3rd Qu.:78.75   3rd Qu.:100.25   3rd Qu.:106   3rd Qu.:190  
##  Max.   :89.00   Max.   :119.00   Max.   :121   Max.   :226  
##                                                              
##       V25             V26             V27          V28       
##  Min.   : 31.0   Min.   :23.00   Min.   :34   Min.   : 16.0  
##  1st Qu.: 59.5   1st Qu.:39.75   1st Qu.:42   1st Qu.: 47.5  
##  Median : 88.0   Median :56.50   Median :50   Median : 79.0  
##  Mean   : 88.0   Mean   :56.50   Mean   :50   Mean   : 79.0  
##  3rd Qu.:116.5   3rd Qu.:73.25   3rd Qu.:58   3rd Qu.:110.5  
##  Max.   :145.0   Max.   :90.00   Max.   :66   Max.   :142.0  
##                                                              
##       V29             V30          V31             V32       
##  Min.   :23.00   Min.   :27   Min.   :42.00   Min.   :150.0  
##  1st Qu.:25.75   1st Qu.:29   1st Qu.:45.75   1st Qu.:190.8  
##  Median :28.50   Median :31   Median :49.50   Median :231.5  
##  Mean   :28.50   Mean   :31   Mean   :49.50   Mean   :231.5  
##  3rd Qu.:31.25   3rd Qu.:33   3rd Qu.:53.25   3rd Qu.:272.2  
##  Max.   :34.00   Max.   :35   Max.   :57.00   Max.   :313.0  
##                                                              
##       V33             V34             V35          V36      
##  Min.   :58.00   Min.   :15.00   Min.   :28   Min.   :30.0  
##  1st Qu.:63.25   1st Qu.:17.25   1st Qu.:33   1st Qu.:41.5  
##  Median :68.50   Median :19.50   Median :38   Median :53.0  
##  Mean   :68.50   Mean   :19.50   Mean   :38   Mean   :53.0  
##  3rd Qu.:73.75   3rd Qu.:21.75   3rd Qu.:43   3rd Qu.:64.5  
##  Max.   :79.00   Max.   :24.00   Max.   :48   Max.   :76.0  
##                                                             
##       V37            V38          V39            V40             V41     
##  Min.   :54.0   Min.   :16   Min.   : 4.0   Min.   : 75.0   Min.   : 21  
##  1st Qu.:62.5   1st Qu.:20   1st Qu.:13.5   1st Qu.:101.2   1st Qu.: 46  
##  Median :71.0   Median :24   Median :23.0   Median :127.5   Median : 71  
##  Mean   :71.0   Mean   :24   Mean   :23.0   Mean   :127.5   Mean   : 71  
##  3rd Qu.:79.5   3rd Qu.:28   3rd Qu.:32.5   3rd Qu.:153.8   3rd Qu.: 96  
##  Max.   :88.0   Max.   :32   Max.   :42.0   Max.   :180.0   Max.   :121  
##                                                                          
##       V42             V43              V44           V45        
##  Min.   : 77.0   Min.   : 73.00   Min.   : 29   Min.   : 63.00  
##  1st Qu.:231.2   1st Qu.: 80.75   1st Qu.: 73   1st Qu.: 91.25  
##  Median :385.5   Median : 88.50   Median :117   Median :119.50  
##  Mean   :385.5   Mean   : 88.50   Mean   :117   Mean   :119.50  
##  3rd Qu.:539.8   3rd Qu.: 96.25   3rd Qu.:161   3rd Qu.:147.75  
##  Max.   :694.0   Max.   :104.00   Max.   :205   Max.   :176.00  
##                                                                 
##       V46           V47             V48          V49           V50   
##  Min.   : 81   Min.   :45.00   Min.   :83   Min.   :136   Min.   :4  
##  1st Qu.: 91   1st Qu.:58.25   1st Qu.:83   1st Qu.:136   1st Qu.:4  
##  Median :101   Median :71.50   Median :83   Median :136   Median :4  
##  Mean   :101   Mean   :71.50   Mean   :83   Mean   :136   Mean   :4  
##  3rd Qu.:111   3rd Qu.:84.75   3rd Qu.:83   3rd Qu.:136   3rd Qu.:4  
##  Max.   :121   Max.   :98.00   Max.   :83   Max.   :136   Max.   :4  
##                                NA's   :1    NA's   :1     NA's   :1

Q3: Questionnaire comparatif sur les caractéristiques

Q3 Si la première partie est en vanilla
Q3 Si la première partie est en mod

Q3: Questionnaire comparatif sur les caractéristiques

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    1.00    2.00    2.38    3.00    5.00
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$sens + 1
## V = 675, p-value = 3.749e-05
## alternative hypothesis: true location is less than 3
## 95 percent confidence interval:
##     -Inf 2.49999
## sample estimates:
## (pseudo)median 
##       2.000041

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    1.00    2.00    4.00    3.38    5.00    5.00
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$situations + 1
## V = 1919, p-value = 0.01437
## alternative hypothesis: true location is greater than 3
## 95 percent confidence interval:
##  3.000007      Inf
## sample estimates:
## (pseudo)median 
##       3.499958

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   2.000   3.000   3.076   4.000   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$interet + 1
## V = 1528.5, p-value = 0.2873
## alternative hypothesis: true location is greater than 3
## 95 percent confidence interval:
##  2.999926      Inf
## sample estimates:
## (pseudo)median 
##       3.000052

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   2.000   3.000   3.359   5.000   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$logique + 1
## V = 1517.5, p-value = 0.007098
## alternative hypothesis: true location is greater than 3
## 95 percent confidence interval:
##  3.000079      Inf
## sample estimates:
## (pseudo)median 
##       3.499983

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   2.000   3.000   3.272   4.250   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$faire + 1
## V = 1374, p-value = 0.03842
## alternative hypothesis: true location is greater than 3
## 95 percent confidence interval:
##  3.000008      Inf
## sample estimates:
## (pseudo)median 
##       3.499974

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   2.000   3.000   2.804   4.000   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$objectifs + 1
## V = 780, p-value = 0.0779
## alternative hypothesis: true location is less than 3
## 95 percent confidence interval:
##      -Inf 3.000031
## sample estimates:
## (pseudo)median 
##       2.999978

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.000   3.000   2.804   4.000   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$manques + 1
## V = 1025, p-value = 0.09455
## alternative hypothesis: true location is less than 3
## 95 percent confidence interval:
##     -Inf 3.00003
## sample estimates:
## (pseudo)median 
##       2.999974

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   3.000   4.000   3.587   5.000   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$surpris + 1
## V = 2242.5, p-value = 0.0001552
## alternative hypothesis: true location is greater than 3
## 95 percent confidence interval:
##  3.499951      Inf
## sample estimates:
## (pseudo)median 
##       3.999968

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.000   1.000   3.000   3.065   5.000   5.000
## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  DTFormCustom$plaisir + 1
## V = 1584, p-value = 0.5902
## alternative hypothesis: true location is less than 3
## 95 percent confidence interval:
##      -Inf 3.000034
## sample estimates:
## (pseudo)median 
##              3

Q4: Questionnaire sur la partie préférée

Q5: Questionnaire sur les processus

Q6: Questionnaire sur les lieux

Autres trucs

Cartes

 

Lien entre mode de jeu et nombre d’interaction

## Warning in DTAAIntNb$nbInt + DTAIntNb$nbInt: longer object length is not a
## multiple of shorter object length
## Warning in `[<-.data.table`(x, j = name, value = value): Supplied 194 items
## to be assigned to 193 items of column 'nbInt' (1 unused)

Le nombre d’interactions est en moyenne de 483 (\(\sigma\)=254.1) en mode vanilla et de 532 (\(\sigma\)=262.4) en mode narration émergente. Cette différence a un taux de significativité de 0.1822586

## Warning in DTIntNb[MyMod == "vanilla", nbInt] - DTIntNb[MyMod == "mod", :
## longer object length is not a multiple of shorter object length

##              Df   Sum Sq Mean Sq F value Pr(>F)
## MyMod         1   119546  119546   1.792  0.182
## Residuals   191 12740891   66706

Lien entre mode de jeu et mort du joueur

##        MyMod MyPlayerId nbInt
##   1:     mod          1    24
##   2: vanilla          1     0
##   3:     mod          2     4
##   4: vanilla          2     1
##   5:     mod          3    14
##  ---                         
## 182: vanilla         95    12
## 183:     mod         96     0
## 184: vanilla         96     5
## 185:     mod         97     0
## 186: vanilla         97     2

##              Df Sum Sq Mean Sq F value  Pr(>F)   
## MyMod         1    446   445.9   9.129 0.00287 **
## Residuals   184   8988    48.8                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Lien entre mode de jeu et distance au barycentre (valeur absolue)

##        MyMod MyPlayerId      mdist     sddist
##   1:     mod          1  47.516898  22.642576
##   2: vanilla          1   8.519363  10.320489
##   3:     mod          2  24.119756  27.988561
##   4: vanilla          2  67.278062  61.156060
##   5: vanilla          3  84.320670  45.216427
##  ---                                         
## 190:     mod         95 109.533892  48.815959
## 191: vanilla         96 265.322190 158.432000
## 192:     mod         96  54.350716 109.898088
## 193: vanilla         97  41.802229  41.339028
## 194:     mod         97  15.658051   9.532519

##              Df  Sum Sq Mean Sq F value Pr(>F)
## MyMod         1    1297    1297   0.213  0.645
## Residuals   192 1169686    6092

Lien entre mode de jeu et distance totale (valeur absolue)

##        MyMod MyPlayerId   distSum
##   1:     mod          1  888.6795
##   2: vanilla          1  513.9358
##   3:     mod          2  489.5495
##   4: vanilla          2  830.0883
##   5: vanilla          3 1432.3276
##  ---                             
## 190:     mod         95 1984.6851
## 191: vanilla         96 1392.5014
## 192:     mod         96 1201.2704
## 193: vanilla         97  693.4844
## 194:     mod         97  409.6941

##              Df   Sum Sq Mean Sq F value Pr(>F)
## MyMod         1    14113   14113   0.036  0.849
## Residuals   192 74391160  387454

Idees fit :

Idees descriptif:

Nettoyage